SupplementDesk

AI-powered insurance supplement drafting for roofing contractors, citing code and manufacturer requirements; $299/mo or per-claim fee model. · roofing insurance automation

DEAD SLOW · CAUTIOUS

5.6 ShipScore / 10

Productized AI scores well on time; a crowded, cloneable lane weakens entry.

Condition: Contractors must show measurably higher approved supplement dollars versus their current supplementer, enough to pay $299/mo or a per-claim fee.

Part I — The Verdict what the instruments read

01 — The ShipScore breakdown

Control

No single landlord, but supplements live in Xactimate formats and carrier acceptance.

Entry barriers

Gustpaper, Ridgewrit, NearSight launching same pitch; no strengthening leader, no moat yet.

Need

Only $1k and $5k verified MRR; established paid human-supplementer category carries it.

Time-freedom

Automated drafting, but citation accuracy likely needs human review per claim.

Scale

US insurance-restoration roofers only; meaningful but narrow, storm-seasonal vertical.

What the five commandments measure

C — Control	Do you own the customer, or does a gatekeeper stand between you and revenue?
E — Entry	How hard is this to copy once it works? A rival's existence isn't the question — the durability of their advantage is.
N — Need	Is demand proven with money rather than vibes?
T — Time	Can income detach from your hours, or did you buy yourself a job?
S — Scale	How far does it reach without linear cost?

Scored on the evidence below, against CENTS as we've adapted it plus a Buffett-style moat reading of every rival — the same referee for every idea, including the ones we generate ourselves. The verdict follows the arithmetic: we never relabel a score to make it read better, and the weakest commandment is always named. The exact rubric stays in-house so the scale can't be written for.

02 — The pace test — $1M/yr

At $299/mo (assumed category price), you need 279 subscribers for a $1M/yr pace.

Nearest tracked rivals on that curve:

Rooftops AI

$1k 1%

→ moat stable

One Care Portal

$5k 6%

A rival's moat trend is its verified-revenue trajectory, not its rating — a 4.9★ incumbent with eroding revenue is a different opponent than a widening one. How it's computed →

Part II — The Evidence the receipts, good and bad

03 — Rival scan — corpus tracks 3 similar, 1 stalled under $2k MRR

Rooftops AI	verified MRR $1k · CENTS 7.0 · revenue trend: stable (trustmrr)	→ moat stable
One Care Portal	verified MRR $5k (trustmrr)
overturn	(trustmrr)

One Care Portal — Highest verified revenue in the space at $5k MRR; already owns paying roofer accounts.
Rooftops AI — Verified $1k MRR, stable trend, CENTS 7.0; an incumbent in the same AI-for-roofers lane.
NearSight (X launch) — Code citation scanner for supplements directly overlaps the core differentiator.

04 — Demand evidence

Rooftops AI verified $1k MRR, stable — small but real spend.
One Care Portal verified $5k MRR in adjacent roofing workflow.
No Reddit signals; X chatter is mostly self-promo launches with near-zero complaint volume.
Established paid category (general knowledge): roofers already pay human supplementers a cut of recovered amounts.

05 — Risks

Many near-identical AI supplement tools launching at once; pricing pressure and churn.
Wrong code or manufacturer citations damage contractor credibility with adjusters.
Seasonal, storm-driven claim volume makes flat $299/mo churn-prone.
Carrier pushback or AI-detection could lower approval rates on AI-drafted supplements.

06 — Kill switches — what kills this with one decision

Verisk/Xactimate — Ships native AI supplement suggestions or restricts estimate import/export formats.
State insurance regulators — Classify supplement advocacy as unlicensed public adjusting, banning contractor-side tools in key states.

Part III — The Plan if you insist on proceeding

07 — What this scan can't tell you

Cannot see approval-rate uplift or per-claim dollar recovery any tool actually achieves.
Cannot verify revenue or traction of the X-launched rivals like Gustpaper or Ridgewrit.
Unknown whether contractors prefer success-fee human supplementers over flat SaaS.

Scores judge the market and business model — not your ability to execute. Verified MRR = independently tracked revenue; reviews/upvotes = platform-reported. Judged 2026-10-09.

08 — The wedge & the next step

Success-fee pricing tied to approved supplement dollars, backed by a curated manufacturer-spec and local-code citation database.

Cheapest next step: Redraft 10 real denied/underpaid claims from three storm-belt roofers free, then track adjuster approvals and ask for a per-claim fee.

Not quite it? Spin the model

Business-model variations of this idea, engineered to beat 5.6 — different vertical, audience, model, or wedge. Same harsh scale. Pro feature.

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Close — but conditional. Every morning the engine files one mined gap, scored on the same harsh scale as this one. Free at 7am AEST, unedited.

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